library(labelled)
library(codebook)
library(tidyverse)
knitr::opts_chunk$set(
warning = FALSE, # show warnings during codebook generation
message = FALSE, # show messages during codebook generation
error = TRUE, # do not interrupt codebook generation in case of errors,
# usually makes debugging easier, and sometimes half a codebook
# is better than none
echo = FALSE # don't show the R code
)
ggplot2::theme_set(ggplot2::theme_bw())
Dataset name: vcs
The dataset has N=2241 rows and 21 columns. 969 rows have no missing values on any column.
Metadata for search engines
|
#Variables
Distribution of values for voice_id
0 missing values.
| name | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist | label |
|---|---|---|---|---|---|---|---|---|---|---|
| voice_id | numeric | 0 | 1 | 1 | 1121 | 2241 | 1121 | 647.0653 | ▇▇▇▇▇ | NA |
Distribution of values for dataset
0 missing values.
| name | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist | label |
|---|---|---|---|---|---|---|---|---|---|---|
| dataset | numeric | 0 | 1 | 1 | 4 | 11 | 4.531905 | 2.864653 | ▇▃▃▂▁ | NA |
Sex
Distribution of values for sex
0 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | n_value_labels | hist |
|---|---|---|---|---|---|---|---|---|---|---|---|
| sex | Sex | haven_labelled | 0 | 1 | -1 | -1 | 1 | -0.1726908 | 0.9851959 | 2 | ▇▁▁▁▁▁▁▆ |
| name | value |
|---|---|
| male | 1 |
| female | -1 |
Age
Distribution of values for age
137 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist |
|---|---|---|---|---|---|---|---|---|---|---|
| age | Age | numeric | 137 | 0.9388666 | 18 | 23 | 56 | 24.452 | 6.138718 | ▇▂▁▁▁ |
Voice pitch
Distribution of values for f0
7 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist |
|---|---|---|---|---|---|---|---|---|---|---|
| f0 | Voice pitch | numeric | 7 | 0.9968764 | -1.8 | 0.39 | 2.6 | 0 | 1 | ▇▂▇▆▁ |
Distribution of values for f1
4 missing values.
| name | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist | label |
|---|---|---|---|---|---|---|---|---|---|---|
| f1 | numeric | 4 | 0.9982151 | -2.2 | 0.043 | 6.3 | 0.0768794 | 0.933567 | ▃▇▁▁▁ | NA |
Distribution of values for f2
4 missing values.
| name | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist | label |
|---|---|---|---|---|---|---|---|---|---|---|
| f2 | numeric | 4 | 0.9982151 | -2.7 | 0.15 | 3.3 | 0.157386 | 0.6133858 | ▁▃▇▁▁ | NA |
Distribution of values for f3
4 missing values.
| name | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist | label |
|---|---|---|---|---|---|---|---|---|---|---|
| f3 | numeric | 4 | 0.9982151 | -2.3 | 0.17 | 3.2 | 0.0206923 | 0.9984842 | ▃▆▇▃▁ | NA |
Distribution of values for f4
4 missing values.
| name | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist | label |
|---|---|---|---|---|---|---|---|---|---|---|
| f4 | numeric | 4 | 0.9982151 | -2.8 | 0.23 | 4.5 | 0.0333869 | 0.999722 | ▂▆▇▁▁ | NA |
Formants
Distribution of values for pf
4 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist |
|---|---|---|---|---|---|---|---|---|---|---|
| pf | Formants | numeric | 4 | 0.9982151 | -1.4 | 0.11 | 4 | 0.0720862 | 0.7185612 | ▆▇▃▁▁ |
Neuroticism
Distribution of values for neuro
802 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist |
|---|---|---|---|---|---|---|---|---|---|---|
| neuro | Neuroticism | numeric | 802 | 0.6421241 | -2.4 | -0.076 | 2.6 | 0 | 1 | ▂▆▇▅▂ |
Extraversion
Distribution of values for extra
803 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist |
|---|---|---|---|---|---|---|---|---|---|---|
| extra | Extraversion | numeric | 803 | 0.6416778 | -3.2 | 0.036 | 2.2 | 0 | 1 | ▁▃▇▇▃ |
Openness
Distribution of values for openn
802 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist |
|---|---|---|---|---|---|---|---|---|---|---|
| openn | Openness | numeric | 802 | 0.6421241 | -4 | 0.072 | 2.1 | 0 | 1 | ▁▁▅▇▃ |
Agreeableness
Distribution of values for agree
802 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist |
|---|---|---|---|---|---|---|---|---|---|---|
| agree | Agreeableness | numeric | 802 | 0.6421241 | -4.2 | 0.069 | 2.2 | 0 | 1 | ▁▁▅▇▃ |
Conscientiousness
Distribution of values for consc
802 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist |
|---|---|---|---|---|---|---|---|---|---|---|
| consc | Conscientiousness | numeric | 802 | 0.6421241 | -3.6 | 0.084 | 2.2 | 0 | 1 | ▁▂▇▇▃ |
Dominance
Distribution of values for dominance
1256 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist |
|---|---|---|---|---|---|---|---|---|---|---|
| dominance | Dominance | numeric | 1256 | 0.4395359 | -3.8 | 0.037 | 2.7 | 0 | 1 | ▁▂▇▇▂ |
Distribution of values for behavior
242 missing values.
| name | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist | label |
|---|---|---|---|---|---|---|---|---|---|---|
| behavior | numeric | 242 | 0.8920125 | -1.1 | -0.14 | 2.8 | 0 | 1 | ▇▃▃▂▁ | NA |
Distribution of values for attitude
239 missing values.
| name | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist | label |
|---|---|---|---|---|---|---|---|---|---|---|
| attitude | numeric | 239 | 0.8933512 | -2 | 0.13 | 1.4 | 0 | 1 | ▃▃▆▆▇ | NA |
Distribution of values for desire
238 missing values.
| name | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist | label |
|---|---|---|---|---|---|---|---|---|---|---|
| desire | numeric | 238 | 0.8937974 | -1.8 | 0.0041 | 2.2 | 0 | 1 | ▅▆▇▆▂ | NA |
Unrestricted sociosexuality
Distribution of values for soi_full
243 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist |
|---|---|---|---|---|---|---|---|---|---|---|
| soi_full | Unrestricted sociosexuality | numeric | 243 | 0.8915663 | -2.2 | 0.0072 | 2.7 | 0 | 1 | ▃▆▇▅▁ |
Distribution of values for sex_c
0 missing values.
| name | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist | label |
|---|---|---|---|---|---|---|---|---|---|---|
| sex_c | numeric | 0 | 1 | -1 | -1 | 1 | -0.1726908 | 0.9851959 | ▇▁▁▁▆ | NA |
JSON-LD metadata
The following JSON-LD can be found by search engines, if you share this codebook publicly on the web.
{
"name": "vcs",
"datePublished": "2020-07-10",
"description": "The dataset has N=2241 rows and 21 columns.\n969 rows have no missing values on any column.\n\n\n## Table of variables\nThis table contains variable names, labels, and number of missing values.\nSee the complete codebook for more.\n\n|name |label | n_missing|\n|:---------|:---------------------------|---------:|\n|voice_id |NA | 0|\n|dataset |NA | 0|\n|sex |Sex | 0|\n|age |Age | 137|\n|f0 |Voice pitch | 7|\n|f1 |NA | 4|\n|f2 |NA | 4|\n|f3 |NA | 4|\n|f4 |NA | 4|\n|pf |Formants | 4|\n|neuro |Neuroticism | 802|\n|extra |Extraversion | 803|\n|openn |Openness | 802|\n|agree |Agreeableness | 802|\n|consc |Conscientiousness | 802|\n|dominance |Dominance | 1256|\n|behavior |NA | 242|\n|attitude |NA | 239|\n|desire |NA | 238|\n|soi_full |Unrestricted sociosexuality | 243|\n|sex_c |NA | 0|\n\n### Note\nThis dataset was automatically described using the [codebook R package](https://rubenarslan.github.io/codebook/) (version 0.9.3).",
"keywords": ["voice_id", "dataset", "sex", "age", "f0", "f1", "f2", "f3", "f4", "pf", "neuro", "extra", "openn", "agree", "consc", "dominance", "behavior", "attitude", "desire", "soi_full", "sex_c"],
"@context": "http://schema.org/",
"@type": "Dataset",
"variableMeasured": [
{
"name": "voice_id",
"@type": "propertyValue"
},
{
"name": "dataset",
"@type": "propertyValue"
},
{
"name": "sex",
"description": "Sex",
"value": "1. male,\n-1. female",
"maxValue": 1,
"minValue": -1,
"@type": "propertyValue"
},
{
"name": "age",
"description": "Age",
"@type": "propertyValue"
},
{
"name": "f0",
"description": "Voice pitch",
"@type": "propertyValue"
},
{
"name": "f1",
"@type": "propertyValue"
},
{
"name": "f2",
"@type": "propertyValue"
},
{
"name": "f3",
"@type": "propertyValue"
},
{
"name": "f4",
"@type": "propertyValue"
},
{
"name": "pf",
"description": "Formants",
"@type": "propertyValue"
},
{
"name": "neuro",
"description": "Neuroticism",
"@type": "propertyValue"
},
{
"name": "extra",
"description": "Extraversion",
"@type": "propertyValue"
},
{
"name": "openn",
"description": "Openness",
"@type": "propertyValue"
},
{
"name": "agree",
"description": "Agreeableness",
"@type": "propertyValue"
},
{
"name": "consc",
"description": "Conscientiousness",
"@type": "propertyValue"
},
{
"name": "dominance",
"description": "Dominance",
"@type": "propertyValue"
},
{
"name": "behavior",
"@type": "propertyValue"
},
{
"name": "attitude",
"@type": "propertyValue"
},
{
"name": "desire",
"@type": "propertyValue"
},
{
"name": "soi_full",
"description": "Unrestricted sociosexuality",
"@type": "propertyValue"
},
{
"name": "sex_c",
"@type": "propertyValue"
}
]
}`
## Warning: This plot can't be further modified with `ggplot2` functions.
## In case you want a `ggplot` object, set `marginal = FALSE`.
## Warning: This plot can't be further modified with `ggplot2` functions.
## In case you want a `ggplot` object, set `marginal = FALSE`.
## Warning: This plot can't be further modified with `ggplot2` functions.
## In case you want a `ggplot` object, set `marginal = FALSE`.
## Warning: This plot can't be further modified with `ggplot2` functions.
## In case you want a `ggplot` object, set `marginal = FALSE`.
## Warning: This plot can't be further modified with `ggplot2` functions.
## In case you want a `ggplot` object, set `marginal = FALSE`.
## Warning: This plot can't be further modified with `ggplot2` functions.
## In case you want a `ggplot` object, set `marginal = FALSE`.
## Warning: This plot can't be further modified with `ggplot2` functions.
## In case you want a `ggplot` object, set `marginal = FALSE`.
## Warning: This plot can't be further modified with `ggplot2` functions.
## In case you want a `ggplot` object, set `marginal = FALSE`.
## Warning: This plot can't be further modified with `ggplot2` functions.
## In case you want a `ggplot` object, set `marginal = FALSE`.
## Warning: This plot can't be further modified with `ggplot2` functions.
## In case you want a `ggplot` object, set `marginal = FALSE`.
| sex_c | age | f0 | pf | f1 | f2 | f3 | f4 | |
|---|---|---|---|---|---|---|---|---|
| sex_c | 1.00 | 0.20 | -0.93 | -0.78 | -0.23 | -0.64 | -0.81 | -0.82 |
| age | 0.20 | 1.00 | -0.23 | -0.04 | 0.06 | 0.00 | -0.08 | -0.08 |
| f0 | -0.93 | -0.23 | 1.00 | 0.73 | 0.22 | 0.58 | 0.77 | 0.78 |
| pf | -0.78 | -0.04 | 0.73 | 1.00 | 0.61 | 0.80 | 0.92 | 0.90 |
| f1 | -0.23 | 0.06 | 0.22 | 0.61 | 1.00 | 0.26 | 0.34 | 0.30 |
| f2 | -0.64 | 0.00 | 0.58 | 0.80 | 0.26 | 1.00 | 0.74 | 0.71 |
| f3 | -0.81 | -0.08 | 0.77 | 0.92 | 0.34 | 0.74 | 1.00 | 0.87 |
| f4 | -0.82 | -0.08 | 0.78 | 0.90 | 0.30 | 0.71 | 0.87 | 1.00 |
| sex_c | age | neuro | extra | openn | agree | consc | dominance | behavior | attitude | desire | soi_full | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| sex_c | 1.00 | 0.20 | -0.26 | -0.09 | -0.01 | -0.13 | -0.12 | -0.03 | -0.01 | 0.18 | 0.31 | 0.21 |
| age | 0.20 | 1.00 | -0.12 | -0.04 | 0.05 | 0.09 | 0.15 | -0.13 | 0.29 | 0.03 | 0.09 | 0.17 |
| neuro | -0.26 | -0.12 | 1.00 | -0.23 | -0.03 | -0.20 | -0.26 | -0.33 | -0.09 | -0.08 | -0.07 | -0.10 |
| extra | -0.09 | -0.04 | -0.23 | 1.00 | 0.26 | 0.12 | 0.22 | 0.51 | 0.21 | 0.07 | 0.05 | 0.15 |
| openn | -0.01 | 0.05 | -0.03 | 0.26 | 1.00 | 0.02 | 0.08 | 0.11 | 0.05 | 0.02 | 0.06 | 0.06 |
| agree | -0.13 | 0.09 | -0.20 | 0.12 | 0.02 | 1.00 | 0.23 | -0.22 | 0.01 | -0.10 | -0.05 | -0.06 |
| consc | -0.12 | 0.15 | -0.26 | 0.22 | 0.08 | 0.23 | 1.00 | 0.20 | 0.05 | -0.14 | -0.09 | -0.08 |
| dominance | -0.03 | -0.13 | -0.33 | 0.51 | 0.11 | -0.22 | 0.20 | 1.00 | 0.13 | 0.13 | 0.02 | 0.13 |
| behavior | -0.01 | 0.29 | -0.09 | 0.21 | 0.05 | 0.01 | 0.05 | 0.13 | 1.00 | 0.47 | 0.31 | 0.76 |
| attitude | 0.18 | 0.03 | -0.08 | 0.07 | 0.02 | -0.10 | -0.14 | 0.13 | 0.47 | 1.00 | 0.41 | 0.83 |
| desire | 0.31 | 0.09 | -0.07 | 0.05 | 0.06 | -0.05 | -0.09 | 0.02 | 0.31 | 0.41 | 1.00 | 0.73 |
| soi_full | 0.21 | 0.17 | -0.10 | 0.15 | 0.06 | -0.06 | -0.08 | 0.13 | 0.76 | 0.83 | 0.73 | 1.00 |
| sex_c | age | f0 | f1 | f2 | f3 | f4 | pf | neuro | extra | openn | agree | consc | dominance | behavior | attitude | desire | soi_full | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| sex_c | 1.00 | 0.20 | -0.93 | -0.23 | -0.64 | -0.81 | -0.82 | -0.78 | -0.26 | -0.09 | -0.01 | -0.13 | -0.12 | -0.03 | -0.01 | 0.18 | 0.31 | 0.21 |
| age | 0.20 | 1.00 | -0.23 | 0.06 | 0.00 | -0.08 | -0.08 | -0.04 | -0.12 | -0.04 | 0.05 | 0.09 | 0.15 | -0.13 | 0.29 | 0.03 | 0.09 | 0.17 |
| f0 | -0.93 | -0.23 | 1.00 | 0.22 | 0.58 | 0.77 | 0.78 | 0.73 | 0.27 | 0.06 | -0.01 | 0.11 | 0.10 | 0.01 | -0.03 | -0.19 | -0.31 | -0.23 |
| f1 | -0.23 | 0.06 | 0.22 | 1.00 | 0.26 | 0.34 | 0.30 | 0.61 | -0.03 | 0.09 | 0.07 | -0.04 | 0.06 | -0.02 | -0.01 | -0.11 | -0.10 | -0.09 |
| f2 | -0.64 | 0.00 | 0.58 | 0.26 | 1.00 | 0.74 | 0.71 | 0.80 | 0.12 | 0.09 | 0.01 | 0.14 | 0.16 | -0.04 | 0.05 | -0.19 | -0.23 | -0.16 |
| f3 | -0.81 | -0.08 | 0.77 | 0.34 | 0.74 | 1.00 | 0.87 | 0.92 | 0.17 | 0.09 | 0.04 | 0.15 | 0.15 | -0.03 | 0.03 | -0.18 | -0.23 | -0.16 |
| f4 | -0.82 | -0.08 | 0.78 | 0.30 | 0.71 | 0.87 | 1.00 | 0.90 | 0.21 | 0.06 | 0.01 | 0.12 | 0.12 | -0.01 | 0.03 | -0.16 | -0.25 | -0.16 |
| pf | -0.78 | -0.04 | 0.73 | 0.61 | 0.80 | 0.92 | 0.90 | 1.00 | 0.15 | 0.10 | 0.04 | 0.11 | 0.15 | -0.03 | 0.03 | -0.19 | -0.25 | -0.18 |
| neuro | -0.26 | -0.12 | 0.27 | -0.03 | 0.12 | 0.17 | 0.21 | 0.15 | 1.00 | -0.23 | -0.03 | -0.20 | -0.26 | -0.33 | -0.09 | -0.08 | -0.07 | -0.10 |
| extra | -0.09 | -0.04 | 0.06 | 0.09 | 0.09 | 0.09 | 0.06 | 0.10 | -0.23 | 1.00 | 0.26 | 0.12 | 0.22 | 0.51 | 0.21 | 0.07 | 0.05 | 0.15 |
| openn | -0.01 | 0.05 | -0.01 | 0.07 | 0.01 | 0.04 | 0.01 | 0.04 | -0.03 | 0.26 | 1.00 | 0.02 | 0.08 | 0.11 | 0.05 | 0.02 | 0.06 | 0.06 |
| agree | -0.13 | 0.09 | 0.11 | -0.04 | 0.14 | 0.15 | 0.12 | 0.11 | -0.20 | 0.12 | 0.02 | 1.00 | 0.23 | -0.22 | 0.01 | -0.10 | -0.05 | -0.06 |
| consc | -0.12 | 0.15 | 0.10 | 0.06 | 0.16 | 0.15 | 0.12 | 0.15 | -0.26 | 0.22 | 0.08 | 0.23 | 1.00 | 0.20 | 0.05 | -0.14 | -0.09 | -0.08 |
| dominance | -0.03 | -0.13 | 0.01 | -0.02 | -0.04 | -0.03 | -0.01 | -0.03 | -0.33 | 0.51 | 0.11 | -0.22 | 0.20 | 1.00 | 0.13 | 0.13 | 0.02 | 0.13 |
| behavior | -0.01 | 0.29 | -0.03 | -0.01 | 0.05 | 0.03 | 0.03 | 0.03 | -0.09 | 0.21 | 0.05 | 0.01 | 0.05 | 0.13 | 1.00 | 0.47 | 0.31 | 0.76 |
| attitude | 0.18 | 0.03 | -0.19 | -0.11 | -0.19 | -0.18 | -0.16 | -0.19 | -0.08 | 0.07 | 0.02 | -0.10 | -0.14 | 0.13 | 0.47 | 1.00 | 0.41 | 0.83 |
| desire | 0.31 | 0.09 | -0.31 | -0.10 | -0.23 | -0.23 | -0.25 | -0.25 | -0.07 | 0.05 | 0.06 | -0.05 | -0.09 | 0.02 | 0.31 | 0.41 | 1.00 | 0.73 |
| soi_full | 0.21 | 0.17 | -0.23 | -0.09 | -0.16 | -0.16 | -0.16 | -0.18 | -0.10 | 0.15 | 0.06 | -0.06 | -0.08 | 0.13 | 0.76 | 0.83 | 0.73 | 1.00 |
| sex_c | age | f0 | dominance | extra | agree | behavior | |
|---|---|---|---|---|---|---|---|
| sex_c | 1.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
| age | 0.20 | 1.00 | -0.12 | -0.12 | -0.03 | 0.11 | 0.30 |
| f0 | -0.93 | -0.23 | 1.00 | -0.04 | -0.06 | -0.02 | -0.11 |
| dominance | -0.03 | -0.13 | 0.01 | 1.00 | 0.51 | -0.23 | 0.13 |
| extra | -0.09 | -0.04 | 0.06 | 0.51 | 1.00 | 0.11 | 0.20 |
| agree | -0.13 | 0.09 | 0.11 | -0.22 | 0.12 | 1.00 | 0.01 |
| behavior | -0.01 | 0.29 | -0.03 | 0.13 | 0.21 | 0.01 | 1.00 |